
VideoMar 30, 20267 min read
How the New Video Upscale Pass Works: Base Motion, Saved Latents, and the Final Render
A direct walkthrough of the split video flow, showing how the base pass, saved latent, and final upscaled output fit together.
killa tamata devlog
Field reports for indie developers: what we are building, what broke, what we measured, and what shipped. Written in plain technical language and tested in production.

A direct walkthrough of the split video flow, showing how the base pass, saved latent, and final upscaled output fit together.
A step-by-step case study covering song generation, transcript annotation, segment planning, reference-image review, and final clip assembly.

What changed in cannon quality and how to get cleaner 3D outputs from the API.

A practical video-quality guide focused on better inputs, clearer prompts, and more reliable motion.

Why this API exists and what everyone can expect, from hobby projects to high-volume apps and AI agents.